Triple

T1644923
Position Surface form Disambiguated ID Type / Status
Subject Washington County, Vermont E35558 entity
Predicate contains P35 FINISHED
Object Marshfield, Vermont
Marshfield, Vermont is a small rural town in central Vermont known for its scenic landscapes, tight-knit community, and proximity to the state capital, Montpelier.
E227493 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Marshfield, Vermont | Statement: [Washington County, Vermont, contains, Marshfield, Vermont]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshfield, Vermont
Context triple: [Washington County, Vermont, contains, Marshfield, Vermont]
  • A. Waitsfield, Vermont
    Waitsfield, Vermont is a small town in the Mad River Valley known for its scenic Green Mountain setting, outdoor recreation, and classic New England village character.
  • B. Moretown, Vermont
    Moretown, Vermont is a small rural town in central Vermont known for its scenic Green Mountain setting and proximity to the Mad River Valley.
  • C. Northfield, Vermont
    Northfield, Vermont is a small New England town known for being home to Norwich University, the oldest private military college in the United States.
  • D. Roxbury, Vermont
    Roxbury, Vermont is a small rural town in central Vermont known for its mountainous landscape, forests, and outdoor recreation opportunities.
  • E. Duxbury, Vermont
    Duxbury, Vermont is a small rural town in central Vermont known for its forested landscape and proximity to the Green Mountains.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Marshfield, Vermont
Triple: [Washington County, Vermont, contains, Marshfield, Vermont]
Generated description
Marshfield, Vermont is a small rural town in central Vermont known for its scenic landscapes, tight-knit community, and proximity to the state capital, Montpelier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshfield, Vermont
Target entity description: Marshfield, Vermont is a small rural town in central Vermont known for its scenic landscapes, tight-knit community, and proximity to the state capital, Montpelier.
  • A. Waitsfield, Vermont
    Waitsfield, Vermont is a small town in the Mad River Valley known for its scenic Green Mountain setting, outdoor recreation, and classic New England village character.
  • B. Moretown, Vermont
    Moretown, Vermont is a small rural town in central Vermont known for its scenic Green Mountain setting and proximity to the Mad River Valley.
  • C. Northfield, Vermont
    Northfield, Vermont is a small New England town known for being home to Norwich University, the oldest private military college in the United States.
  • D. Roxbury, Vermont
    Roxbury, Vermont is a small rural town in central Vermont known for its mountainous landscape, forests, and outdoor recreation opportunities.
  • E. Duxbury, Vermont
    Duxbury, Vermont is a small rural town in central Vermont known for its forested landscape and proximity to the Green Mountains.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88604618c81908b41f6429c431eb6 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a41e5a08190b97dd1c0b12c662a completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fb8b14c8190abbcc24f17fa8243 completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae204fe6148190915219beb27128bc completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae20d09c748190aebbfb88f0eedbaa completed March 9, 2026, 1:22 a.m.
Created at: March 4, 2026, 7:28 p.m.